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使用响应面法确定牙周韧带材料参数。

Identification of the periodontal ligament material parameters using response surface method.

机构信息

Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering, Tianjin University of Technology, Tianjin 300384, China; National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, China.

Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering, Tianjin University of Technology, Tianjin 300384, China; National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, China.

出版信息

Med Eng Phys. 2023 Apr;114:103974. doi: 10.1016/j.medengphy.2023.103974. Epub 2023 Mar 29.

Abstract

The orthodontic treatment can be guided by the finite element (FE) simulation of periodontal ligament (PDL) mechanical properties, and the biomimetic degree of FE simulation can be primarily affected by the material properties of the PDL. According to the principle of parameter inverse, a method: response surface (RS) method and FE inverse method were proposed to identify the material parameters of PDL. The Prony series viscoelastic FE model was established based on the relaxation experiment. With root mean square error of simulation results and experimental results as the objective function, the optimal parameter combination was obtained by RS method, and the FE simulation result were compared with the experimental result. The result showed that the optimal parameters of the PDL were elastic modulus: 3.791 MPa, Poisson's ratio: 0.42, temperature: 29.294°C separately, and the simulation result of optimal combination maintained consistency with experiment with the correlation coefficient of 0.97258, indicating that the method proposed in this paper could well identify of PDL material parameters. The parameter identification method used in this paper can significantly improve the calculation efficiency, and reduce the parameter identification error compared with the simple FE inverse method, which has scientific significance and theoretical value.

摘要

正畸治疗可以通过牙周膜(PDL)机械性能的有限元(FE)模拟来指导,FE 模拟的仿生程度主要受 PDL 的材料特性影响。根据参数反演原理,提出了一种响应面(RS)法和 FE 反演法来识别 PDL 的材料参数。基于松弛实验建立了 Prony 级数黏弹性 FE 模型。以模拟结果和实验结果的均方根误差为目标函数,通过 RS 法得到了最优参数组合,并将 FE 模拟结果与实验结果进行了比较。结果表明,PDL 的最优参数分别为弹性模量:3.791 MPa,泊松比:0.42,温度:29.294°C,最优组合的模拟结果与实验结果具有 0.97258 的相关系数,表明本文提出的方法可以很好地识别 PDL 材料参数。本文中使用的参数识别方法与简单的 FE 反演方法相比,可以显著提高计算效率,并降低参数识别误差,具有科学意义和理论价值。

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